Glossary · Term

null result

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Definition

Plain language

A test where nothing happened — the thing being checked made no measurable difference.

As stated in the literature

An experimental condition producing no statistically or practically meaningful effect; valuable as a control when it rules out a competing explanation for an observed effect.

Also called: null results

Why it matters: Null results keep people from adopting defenses that only appear to work, and they rule out alternative explanations that would otherwise muddy a positive finding.

For example, a team tests whether adding a warning line to the system prompt reduces successful attacks and finds the attack rate is essentially unchanged.

Heard on the show

“One more null result worth a single line, since we're standing in front of the same photograph the whole time.”
Episode 236 — Why a Printed 'OPERATOR OVERRIDE' Note Redirects Robot Planners

Mentioned in 6 episodes

  1. 236
    Why a Printed 'OPERATOR OVERRIDE' Note Redirects Robot Planners
  2. 235
    Why Chatbot Safety Erodes 350 Messages Into a Real Conversation
  3. 180
    The Bug Where Smart Assistants Read a Fact and Still Forget It
  4. 151
    Why More Experience Made This AI Agent Worse, And How to Fix It
  5. 148
    Why Letting an AI Watch Its Own Scoreboard Can Quietly Overwrite Its Safety
  6. 020
    The Compliance Gap: Why AI Says Yes and Does No